AI & Machine Learning
5619 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3401 |
Doubao Image Description MCP Server
Enables visual understanding and image description capabilities for iFlow CLI a…
|
30 | F | 54 | 51 | — | 38 | 80 | ||
| 3402 |
Propify — Real Estate AI for Riviera Maya
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
|
30 | F | — | 10 | — | — | 81 | ||
| 3403 |
DALL-E 3 MCP Server
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
|
30 | F | 75 | 70 | — | 65 | 80 | ||
| 3404 |
Socializioz ChatGPT MCP
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
|
30 | F | — | 10 | — | — | 81 | ||
| 3405 |
Claude Consciousness Bridge
An MCP server that enables direct communication between two Claude instances, a…
|
30 | F | 79 | 72 | — | 44 | 76 | ||
| 3406 |
Interactive Automation MCP Server
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
|
30 | F | 78 | 68 | — | 69 | 90 | ||
| 3407 |
observe-instrument-mcp
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, …
|
30 | F | 72 | 56 | — | 39 | 69 | ||
| 3408 |
BubblyPhone Agents
Make AI phone calls from any AI assistant. BubblyPhone's MCP server lets you ma…
|
30 | F | — | 10 | — | — | 81 | ||
| 3409 |
AI Marketing Agent — SEO, Leads & Social by Citedy
Your AI-powered SEO content engine, accessible from any MCP-compatible client.
…
|
30 | F | — | 10 | — | — | 81 | ||
| 3410 |
Spec Iterator
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
30 | F | 90 | 70 | — | 22 | 87 | ||
| 3411 |
Kash — POS, Invoicing, CRM & Webshop
# Kash MCP Server — Official Integration
> **Connect your Kash business to Cla…
|
30 | F | — | 10 | — | — | 81 | ||
| 3412 |
claude-emporium
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
|
30 | F | 60 | 17 | — | 30 | 90 | ||
| 3413 |
MCP-RAG Server
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
30 | F | 48 | 62 | — | 25 | 78 | ||
| 3414 |
MCP Prompt Template Selector
Provides AI-powered selection and generation of specialized system prompts from…
|
30 | F | 72 | 62 | — | 29 | 80 | ||
| 3415 |
Gemini MCP
An AI-powered Model Context Protocol server for Claude Code that provides code …
|
30 | F | 90 | 67 | — | 57 | 71 | ||
| 3416 |
google-ai-mode-mcp
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
30 | F | 79 | 75 | — | 70 | 90 | ||
| 3417 |
News Fact-Checker MCP Server
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
30 | F | 100 | 33 | — | 30 | 77 | ||
| 3418 |
Hybrid RAG Project MCP Server
Enables Claude to perform hybrid search across local documents by combining sem…
|
30 | F | 94 | 57 | — | 54 | 77 | ||
| 3419 |
claude-critical-rules-mcp
Automatic enforcement of critical rules for Claude AI preventing 96 documented …
|
30 | F | 84 | 61 | — | 69 | 82 | ||
| 3420 |
QueueSim
QueueSim is a free Model Context Protocol server that gives Claude — and any MC…
|
30 | F | — | 10 | — | — | 81 | ||
| 3421 |
MLflow Prompt Registry MCP Server
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
30 | F | 76 | 57 | — | 20 | 80 | ||
| 3422 |
Gmail Assistant MCP
Integrates Gmail with Claude to fetch unread emails and generate draft replies …
|
30 | F | 90 | 61 | — | 22 | 77 | ||
| 3423 |
unichat-mcp-server
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
|
30 | F | 78 | 65 | — | 46 | 76 | ||
| 3424 |
Multi-Provider Image Generation Server
Enables AI-assisted image generation from text prompts using multiple providers…
|
30 | F | 96 | 68 | — | 60 | 76 | ||
| 3425 |
Julia Documentation MCP Server
The server facilitates access to Julia documentation and source code through Cl…
|
30 | F | 60 | 58 | — | 61 | 76 | ||
| 3426 |
ms-agentframework
Production-ready integration of Microsoft Agent Framework with MCP, enabling AI…
|
30 | F | 86 | 56 | — | 47 | 76 | ||
| 3427 |
BlenderMCP
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
30 | F | 66 | 36 | — | 43 | 82 | ||
| 3428 |
mcp-server-any-openapi
A MCP server that enables Claude to discover and call any API endpoint through …
|
30 | F | 100 | 66 | — | 63 | 77 | ||
| 3429 |
prism-mcp-rs
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
30 | F | 90 | 52 | — | 83 | 88 | ||
| 3430 |
ghost-mcp
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LL…
|
30 | F | 72 | 61 | — | 69 | 76 | ||
| 3431 |
Remote MCP Server (Authless)
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
30 | F | 60 | 68 | — | 32 | 78 | ||
| 3432 |
MCP Local LLM Server
A privacy-first MCP server that provides local LLM-enhanced tools for code anal…
|
30 | F | 84 | 65 | — | 58 | 88 | ||
| 3433 |
Lead Qualifier MCP Tool
A lightweight server that uses ChatGPT to qualify leads using the BANT framewor…
|
30 | F | 42 | 50 | — | 43 | 80 | ||
| 3434 |
MCP-Claude Code Bridge
Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…
|
30 | F | 72 | 51 | — | 22 | 82 | ||
| 3435 |
End-to-End-Agentic-Ai-Automation-Lab
This repository contains hands-on projects, code examples, and deployment workf…
|
30 | F | 66 | 35 | — | 47 | 87 | JU | |
| 3436 |
NDB MCP Server
Enables Claude and other MCP-compatible AI assistants to manage Nutanix Databas…
|
30 | F | 100 | 60 | — | 59 | 76 | ||
| 3437 |
MCP Image Gen
Generates images from text prompts using Google's Gemini AI models with customi…
|
30 | F | 86 | 67 | — | 30 | 80 | ||
| 3438 |
MCP Hello World Server
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
|
30 | F | 72 | 60 | — | 29 | 94 | ||
| 3439 |
ToolsForMCPServer
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
|
30 | F | 94 | 41 | — | 60 | 85 | ||
| 3440 |
Reachy Claude MCP
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
|
30 | F | 72 | 30 | — | 46 | 90 | ||
| 3441 |
gemini-image-video-mcp
Gemini Image and Video Generator
|
30 | F | 90 | 76 | — | 24 | 91 | ||
| 3442 |
Google AI Search MCP
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
|
30 | F | 84 | 63 | — | 36 | 80 | ||
| 3443 |
MCP Journaling Server
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
30 | F | 56 | 30 | — | 41 | 88 | ||
| 3444 |
Cocktails RAG MCP Server
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
30 | F | 66 | 27 | — | 26 | 76 | ||
| 3445 |
JobGPT AutoApply
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
30 | F | — | 10 | — | — | 81 | ||
| 3446 |
Serper Search and Scrape
A TypeScript-based MCP server that provides web search and webpage scraping cap…
|
30 | F | 100 | 61 | — | 48 | 92 | ||
| 3447 |
Deepseek Thinker MCP Server
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
30 | F | 94 | 60 | — | 29 | 76 | ||
| 3448 |
Mealie MCP Server
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
30 | F | 72 | 48 | — | 57 | 80 | ||
| 3449 |
MCP Server Boilerplate
A starter template for building custom MCP servers with example tools, TypeScri…
|
30 | F | 60 | 62 | — | 28 | 80 | ||
| 3450 |
SuperSend MCP
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
|
30 | F | — | 10 | — | — | 81 |